Detecting Construction Equipment Using a Region-Based Fully Convolutional Network and Transfer Learning

Journal of Computing in Civil Engineering ◽

10.1061/(asce)cp.1943-5487.0000731 ◽

2018 ◽

Vol 32 (2) ◽

pp. 04017082 ◽

Author(s):

Hongjo Kim ◽

Hyoungkwan Kim ◽

Yong Won Hong ◽

Hyeran Byun

Keyword(s):

Transfer Learning ◽

Construction Equipment ◽

Convolutional Network ◽

Fully Convolutional Network

Download Full-text

Towards improved accuracy of UAV-based wheat ears counting: A transfer learning method of the ground-based fully convolutional network

Expert Systems with Applications ◽

10.1016/j.eswa.2021.116226 ◽

2022 ◽

Vol 191 ◽

pp. 116226

Author(s):

Juncheng Ma ◽

Yunxia Li ◽

Hongjie Liu ◽

Yongfeng Wu ◽

Lingxian Zhang

Keyword(s):

Transfer Learning ◽

Learning Method ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Improved Accuracy

Download Full-text

Left Atrial Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning

Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-12029-0_37 ◽

2019 ◽

pp. 339-347 ◽

Author(s):

Élodie Puybareau ◽

Zhou Zhao ◽

Younes Khoudli ◽

Edwin Carlinet ◽

Yongchao Xu ◽

...

Keyword(s):

Transfer Learning ◽

Left Atrial ◽

Convolutional Network ◽

Fully Convolutional Network

Download Full-text

Retinal Blood Vessel Segmentation Using a Fully Convolutional Network – Transfer Learning from Patch- to Image-Level

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00919-9_20 ◽

2018 ◽

pp. 170-178 ◽

Author(s):

Taibou Birgui Sekou ◽

Moncef Hidane ◽

Julien Olivier ◽

Hubert Cardot

Keyword(s):

Blood Vessel ◽

Transfer Learning ◽

Vessel Segmentation ◽

Retinal Blood Vessel ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Blood Vessel Segmentation

Download Full-text

Flexible Hotspot Detection based on Fully Convolutional Network with Transfer Learning

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2021.3135786 ◽

2021 ◽

pp. 1-1

Author(s):

Tianyang Gai ◽

Tong Qu ◽

Shuhan Wang ◽

Xiaojing Su ◽

Renren Xu ◽

...

Keyword(s):

Transfer Learning ◽

Hotspot Detection ◽

Convolutional Network ◽

Fully Convolutional Network

Download Full-text

Retinal blood vessel segmentation using fully convolutional network with transfer learning

Computerized Medical Imaging and Graphics ◽

10.1016/j.compmedimag.2018.04.005 ◽

2018 ◽

Vol 68 ◽

pp. 1-15 ◽

Author(s):

Zhexin Jiang ◽

Hao Zhang ◽

Yi Wang ◽

Seok-Bum Ko

Keyword(s):

Blood Vessel ◽

Transfer Learning ◽

Vessel Segmentation ◽

Retinal Blood Vessel ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Blood Vessel Segmentation

Download Full-text

A Novel Deep Transfer Learning Method for Airborne Remote Sensing Semantic Segmentation Based on Fully Convolutional Network

2020 4th International Conference on Imaging, Signal Processing and Communications (ICISPC) ◽

10.1109/icispc51671.2020.00010 ◽

2020 ◽

Author(s):

Yanjuan Liu ◽

Yingying Kong ◽

Bowen Zhang ◽

Xiangyang Peng ◽

Henry Leung

Keyword(s):

Remote Sensing ◽

Transfer Learning ◽

Semantic Segmentation ◽

Learning Method ◽

Airborne Remote Sensing ◽

Convolutional Network ◽

Fully Convolutional Network

Download Full-text

White Matter Hyperintensities Segmentation in a Few Seconds Using Fully Convolutional Network and Transfer Learning

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Lecture Notes in Computer Science ◽

10.1007/978-3-319-75238-9_42 ◽

2018 ◽

pp. 501-514 ◽

Author(s):

Yongchao Xu ◽

Thierry Géraud ◽

Élodie Puybareau ◽

Isabelle Bloch ◽

Joseph Chazalon

Keyword(s):

White Matter ◽

Transfer Learning ◽

White Matter Hyperintensities ◽

Convolutional Network ◽

Fully Convolutional Network

Download Full-text

From neonatal to adult brain MR image segmentation in a few seconds using 3D-like fully convolutional network and transfer learning

2017 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2017.8297117 ◽

2017 ◽

Author(s):

Yongchao Xu ◽

Thierry Geraud ◽

Isabelle Bloch

Keyword(s):

Image Segmentation ◽

Transfer Learning ◽

Adult Brain ◽

Mr Image ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Mr Image Segmentation

Download Full-text

Seismic Images Interpretation to Discover Salt Domes Using Deep Fully Convolutional Network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1818/1/012006 ◽

2021 ◽

Vol 1818 (1) ◽

pp. 012006

Author(s):

Shms Aldeen S. Al-Duri ◽

Amel H. Abbas

Keyword(s):

Convolutional Network ◽

Fully Convolutional Network ◽

Download Full-text

Downlink Channel State Information Limited Feedback Using Fully Convolutional Network

2021 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc49053.2021.9417350 ◽

2021 ◽

Author(s):

Guanghui Fan ◽

Zhengran He ◽

Jinlong Sun ◽

Guan Gui ◽

Haris Gacanin ◽

...

Keyword(s):

Channel State Information ◽

Limited Feedback ◽

Channel State ◽

Convolutional Network ◽

State Information ◽

Fully Convolutional Network

Download Full-text